CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id DDSS2006-HB-419
authors Hung-Ming Cheng
year 2006
title Generative Design in an Evolutionary Procedure - An approach of genetic programming
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) 2006, Innovations in Design & Decision Support Systems in Architecture and Urban Planning, Dordrecht: Springer, ISBN-10: 1-4020-5059-3, ISBN-13: 978-1-4020-5059-6, p. 419-431
summary This study describes a procedural design studio using Genetic Programming as the evolutionary mechanism and formal generation. This procedural design is integrated with a visualisation interface, which allows designers to interact and select from instances for design evolution. Evolutionary design facilitates designers in three areas: 1) diversify instances of design options; 2) inspect specific goals; 3) and enhance the possibility of discovering various potential solutions.
keywords Artificial intelligent, Genetic algorithm, Generative design tools, Procedural design studio, Design exploration
series DDSS
full text file.pdf (518,823 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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ijac201614306c4, 1619, a568, 9f6c, cb6e, d5d7, caadria2016_095u4, 660b, 776f, 0ec8, b28a, 76cd, 4325, f6c0, 2872, caadria2017_041n13, 9e91, e302, 87f0, caadria2016_249g11, 52a3, 3eed, ecaade2014_024r7, fbbd, 7335, 8640, 21f0, c63e, 9a7f, 22f3, 88db, 982d, ecaade2015_21a4, 8e3e, ca71, ijac201614308e5, ecaade2014_100f23, 2e9f, ecaade2016_016f4, 3039, 21e8, 2f13, 4ddd, ijac201614405l3, abd2, caadria2017_009v4, 68f4, 051d, 065f, a396, e535, 7484, 0b82, caadria2016_663j28, 3398, f548, 16ea, caadria2017_055m18, 4604, 4957, 431d, e704, caadria2016_755n32, af5f, sigradi2013_248z, db7e, a870, 1133, 0218, abc7, e9e1, caadria2017_165v41, 3649, 2296, a5b3, 4ee4, 17d8, acadia14projects_115aj, e95d, ba93, 1ce1, 2581, f4d0, caadria2015_090b15, bb80, 6dfc, 883e, acadia15_483w20, d61e, df48, ecaade2014_143o32, ascaad2016_007t3, acadia14projects_661n, 4a55, ijac201412408e2, 0698, 83a2, sigradi2016_488t, ae4a, 507f, 52ce, e280, c7c8, bf30, 0746, ascaad2016_010u4, 4cf6, 8396, cf1d, 16e1, 8d50, e0ef, 463c, 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8a96, 85c1, 65ed, 1ba2, ijac201513104l3, 4440, 8f69, a8df, d271, 0a24, d791, bb37, 66a0, ff57, df3e, 116c, ce6b, 894f, 569c, 4d6a, 7368, cd0b, 6689, ecaade2014_204c53, ijac201614308t5, caadria2017_085w24, ijac201513201m5, 5f0e, ea47, dcb4, caadria2016_095r4, 989d, 6d3c, e6ff, f3ef, 97a0, 8143, ascaad2016_022n8, 4f82, 4593, f97f, ecaade2013r_003g3, b536, ccfb, 68e2, 97b4, ecaade2014_197f51, caadria2017_118g31, 587d, sigradi2015_8.27m10, 04c0, 1ccb, a232, 8338, c0a9, bfb2, 396e, 4a53, f598, 5347, faca, e5b2, 5e13, becd, 86dd, sigradi2015_1.305d1, sigradi2014_048a5, caadria2017_145w37, da9e, cb6a, 9ca0, 5cdf, c136, 1140, bcc4, 94a3, ecaade2016_239a64, e72e, 22de, caadria2016_631f27, 94c9, e805, 25a2, bdad, d06b, 67b4, 22e5, 9143, 39b6, 7539, acadia14_375az, ecaade2015_114z21, 1ac8, 5ab2, 27ff, ecaade2015_22o4, ada2, b5a7, 4e95, dfdb, 7817, 63fd, 419e, fb42, 1b6a, 16ba, ecaf, ecaade2014_140d32, b8fc, 7ad5, e010, 2602, 2a81, 6228, caadria2017_125x33, ecaade2015_271c60, ae61, 35f4, acadia14_565af, d2f6, ecaade2015_101f20, sigradi2014_192r6, ecaade2014_233e60, 9254, caadria2016_851c36, 586e, 7746, 2c99, ijac201614202j8, bcd8, 24d2, ascaad2014_008m4, 7df8, c962, 312e, fb3c, 361f, 185d, 8466, caadria2017_142f37, 28d0, 5b1b, caadria2017_072z22, 6def, 95e9, d76a, 7ef5, acadia16_224e15, 9f4e, 29ad, ee1e, 0291, f2cf, c2ac, 9464, ec9a, aefd, 0377, b581, cf38, ecaade2016_223x58, d50f, b14c, caadria2016_673c29, 5d1c, 313c, 17c6, 7994, d018, 7bd5, ecaade2014_044h11, 2c9f, 4bda, 4f17, 72be, ac05, 17ca, 985f, sigradi2013_98z, 567b, 9715, 96f2, 4bbf, 3bea, 0960, 3728, 5673, c276, cd9f, 12bc, 62fe, ecaade2014_031v8, ad27, aa09, acadia14projects_365ai, 0eae, caadria2017_004p2, 2b3e, af99, 7a8d, ecaade2014_030i8, ecaade2016_080a24, 5586, ascaad2016_008h4, 1e0f, 8371, 6a79, 39a3, sigradi2013_387e, 583a, 91a4, f8da, 532c, f6ec, acadia15_443w18, 8dd8, ecaade2015_35x6, e31f, 0ca3, 8b83, 373f, 56aa, 9e1a, 6eb9, sigradi2015_11.165o25, 47b3, 502a, 8b5a, ecaade2014_123h28, e085, 4ca8, da53, 63fc, a3e1, e97e, 1715, 6786, da19, eba0, 0b5f, 134a, f73e, 9ecc, 93e1, 17ec, d2d0, 2bce, sigradi2013_205i, 7237, 676c, 1190, 9d01, b6d0, 25f0, 0b4a, 8a17, b0d5, acadia14_479a, d265, 9523, acadia14_189ar, a6b2, e88a, de85, 7337, sigradi2016_360x, a05d, ecf0, 8a41, 200b, e120, 5565, acadia16_12u1, 5819, 9642, 94ad, e4fb, a52b, ba1d, eff2, 6c50, ijac201614408g5, 5f1d, deb6, 004e, 253c, e0a7, 7009, f9b0, 3347, b9ad, 9a01, ecaade2016_055f14, 4d33, aae7, ascaad2016_013f6, 262c, 6e7f, a686, c028, 0ac9, ecaade2015_225n49, 44e6, 8974, b26c, acadia14projects_339y, 0436, ijac201513303s10, ijac201412301i6, c440, 3ca2, 896c, sigradi2014_197b7, 499a, a0d8, acadia14_375ay, fcef, 4598, 31d1, e681, b5a5, b9ea, ascaad2016_046o19, 3547, d2ca, 5f27, 66f2, sigradi2013_294s, 628d, baf4, b564, ece5, 43cb, 30a4, sigradi2013_243z, 2bd0, 4ae0, ebbc, 7a02, 71e8, 085e, 6af7, eff4, e028, 2885, 2fc7, a311, 2ac6, 97e1, 4fb9, a611, f921, b1af, ecaade2016_127a35, c0b5, caadria2015_126m20, 5d5e, f664, 495a, f23f, 99ef, 92eb, 25c2, 0594, 1745, ecaade2015_22s4, sigradi2015_2.162p1, 406f, cac7, 035f, 15fb, 0550, 021c, 0446, 25e1, 003d, 245d, ecaade2014_217h55, f961, 7f9b, 8f55, 54cf, aeee, 2acc, d16c, 2f99, 87bf, 7a0d, acadia15_243y9, 3b62, 7419, 49ee, ef55, 43af, daf1, 112f, bf90, ed72, a49b, 1cac, 490f, 1ae0, 3d21, sigradi2015_3.111f3, dc70, 3963, aba8, f3ca, d102, caadria2015_213j33, 307a, 5b78, ecaade2016_106j29, 53b4, 2d0f, d70f, 7030, 1f9c, 1de9, e671, 2079, dd5e, 6582, 4d93, 91ab, bba0, 1640, 884e, ef5b, 8131, ecaade2016_007g2, ascaad2016_038l14, fbce, 2a42, cf19, ecaade2015_161g34, b3a6, caadria2016_601i25, 8bd7, 2dfe, e73b, ed48, e46d, c986, 4adc, 9d24, acadia14_101m, ecaade2014_156i38, d7bb, sigradi2014_152v3, 5c49, eb30, 060e, 957b, c38d, 4fb6, c8e9, 1afe, 6eed, 9b7c, ecaade2015_59g11, 6673, acadia16_140s10, 33c5, 0a30, 2645, bdc4, b976, acadia16_432p25, ce2d, ascaad2016_003s1, f5b6, 4b8e, f5d5, ecaade2015_285c62, acadia14projects_339am, ed7b, a4f6, e864, e5c4, 1167, caadria2015_130b22, e19e, 7530, acadia15_483c21, caadria2015_210j32, 148d, 7160, 6067, f382, 4f3f, ecaade2013r_010y6, ecaade2015_86l17, 87bd, 7501, 9b36, c420, 46e0, bd9e, 3b67, 5eac, be22, e905, 2f0f, 54e3, 8b8f, b8ed, 93f6, d176, e1ac, 76db, 14ac, 13ee, 189f, 27ae, 64ed, 6a58, acadia15_211t8, cd22, 9c79, da1a, a1d7, ijac201614303s2, 8804, b102, f17f, 3503, 8a44, ecaade2016_223d59, 483b, c431, sigradi2013_393t, ascaad2014_005w2, 175b, 1616, sigradi2015_8.328m15, ecaade2016_073g21, f14b, e3fb, 3b9a, 45f5, f92e, e565, 80f2, 0db1, afd2, 1d1a, 5674, acadia14_339ah, b510, b9b8, 80f6, acadia16_460w26, 57c6, 2c77, cb22, ff12, 2cb7, 7d80, sigradi2016_568ll, e7d4, 2801, 8170, 4bae, 5bb6, 50b3, f50e, c32a, 3178, ae5e, b7b4, sigradi2013_111v, 79ed, 7bdb, 60b3, 5d0a, cade, 2a1b, 7152, 3a74, ecaade2015_130j26, 9d5e, acadia15_137e5, ijac201614207n11, abe7, ecaade2015_206m45, sigradi2015_1.288a1, 1d25, 6d4a, ee72, 4443, 0510, ecaade2015_247f56, d114, 10bd, ddb8, sigradi2014_080l7, cc02, 54f6, ecaade2015_233w52, f9d9, 4d70, 47ed, 2171, 166e, 174c, 17f6, sigradi2013_400p, d374, 9884, 4f11, acadia14projects_281ad, 3109, dd02, c7a2, 815f, acadia16_470h27, 79f5, 489d, 9b46, a067, bb8a, 3ae8, 00c6, e1fa, c7f4, acadia15_251n10, sigradi2016_777hh, 37dc, e06a, 3dd2, 9b68, ed09, sigradi2013_155n, 2df4, dea8, ecaade2014_023o6, acadia14projects_453j, 71f2, 6cb2, acadia14_177ad, 1033, 2124, 3072, d383, c2d0, 6d22, 9aba, c66f, ea0f, e36f, 968e, 4ce8, caadria2016_579m24, 0bfd, 184f, ecaade2014_080j19, ecaade2014_086v20, ac62, acadia14projects_453g, edf6, 1e5e, acadia14_473am, 7909, 1f23, sigradi2016_443ss, 7e7a, ec8f, sigradi2016_770m, e0c7, 6f1a, 04c4, ad46, 65e4, ijac201412408v1, 03ed, sigradi2014_330g7, e9c4, sigradi2013_42, dd7c, 211f, ijac201614104d4, caa1, ae2d, ecaade2016_140o39, 072a, 34ce, ddc4, f1e0, 3e06, ecaade2015_185r39, acadia14_291b, 325a, c75e, ecaade2014_153d37, ecaade2016_104z28, 3833, a921, db99, 7fcd, 7325, c73d, sigradi2016_446j, cbde, 03a8, ijac201412307i3, sigradi2015_11.136z24, f698, 15bc, ce3c, 8b46, 0858, 37f7, ed67, 6b5f, 2a8f, c915, fcbb, 17f0, 1774, 1ca3, da2b, 8333, 9cbf, 7d20, acadia14_375j, 3003, ecaade2014_111a25, ascaad2014_028n7, a2f9, 0fd6, 8dcb, b985, 5d12, 3c1b, 0de5, sigradi2015_3.190n3, c95c, 9fe7, 8a8a, ecaade2016_127z34, ecaade2015_138f27, 282e, 9b60, 3507, c50f, acadia16_280c18, 6b3f, 142f, ebfd, 0a04, 899a, 0fc1, 2a3f, 2ef6, 62ba, ijac201412301d6, sigradi2013_326i, b55f, ac78, c48c, 632d, 690e, acadia16_270e17, ijac201513102n2, c732, 4e85, 97f3, e6ac, e59c, f2b1, 8548, acadia15_407j17, f824, 1238, 4e1e, faa3, b3c1, 4399, c769, e044, 27ca, 47d8, 5978, 609b, ijac201412402l4, aefb, 6e83, caadria2015_078l11, b4d0, 8441, ascaad2014_018z1, 11c2, a13b, 2a54, ffd3, 7b96, 320a, 864e, sigradi2013_414e, 322b, 10d9, sigradi2016_801z, 5169, 8e12, 4387, 257c, 6431, caadria2015_069n8, ecaade2015_109w20, 9824, ecaade2014_157e39, e856, 4095, 3024, 4760, sigradi2013_280n, 5b86, 6a82, ecaade2015_241h55, c8a8, d79e, bb7c, ecaade2013r_005k4, 5c35, 7a88, a784, 6145, 3ea7, b1f6, 18d0, acb7, ijac201412402k4, 8df1, 538b, ijac201614102n1, sigradi2014_345e10, b1c3, 6fad, 0ab4, fa4d, e36e, 463d, caadria2017_021i8, sigradi2015_10.140s19, ecaade2015_101j20, 7778, 4b86, f417, 8fdd, 9ee5, 3ee3, 912b, e5f6, 25a1, 6556, 89a4, 3278, 1793, c235, ecaade2014_066v15, 0084, 8e80, c04e, eccf, ascaad2014_019l2, a29f, b710, a10b, 5f8f, 5c58, 91cc, 1845, f586, 0262, d1f9, sigradi2014_345g10, 22ed, 0202, ijac201412402n4, b2be, 6426, 08f2, 7b7e, a54a, f049, 16f9, b32f, sigradi2014_345l9, caadria2015_213i33, acadia16_254b16, 5ac4, 7841, 2345, f098, b087, dfd9, ijac201614403d2, 7735, 008c, d518, 0a28, 7347, 5aff, fd43, b9cd, caadria2016_703p30, sigradi2016_777jj, sigradi2016_752tt, 7b99, f693, 2e5a, b87e, 76a9, 3e08, ecaade2016_208m53, 9875, 70b9, d49d, 7771, ascaad2014_027k7, 0aad, 4e79, e255, d4b5, c96f, 5db1, sigradi2014_345f9, fd7f, ecaade2015_92x18, caadria2017_054h18, 22f5, 59eb, 2667, a618, cc5c, da6b, e7a7, 0162, 88ae, b6e6, 0c8f, caadria2017_107o28, 671a, 985d, ijac201614205j10, 0346, 5f01, 8029, ecaade2016_223m58, 02fe, 8eea, ecaade2015_180d39, 946a, b928, 5ac3, 62f9, ad02, ac77, cf14, ecaade2015_261l58, 58a2, sigradi2013_215a, caadria2017_127c34, cdc0, 136b, ecaade2016_045k12, a3c9, acadia15_57y1, 9678, 8d36, 9329, 24b5, acadia14_601x, f17b, e4e2, d315, 108d, d651, d1ee, ijac201412207h5, 7032, 826b, 98d4, acadia15_137f5, 605c, cdc7, 1904, 8017, 0ceb, 3b77, 2933, 79fd, 8816, 5f83, 94e4, f920, d88a, sigradi2013_226s, ae73, 2bb5, caadria2017_123f32, acadia14projects_75c, 2b7d, cd3c, 2580, 114c, a50b, 7007, f4b3, b083, 60b7, ba3f, 568b, ee7a, 484a, d9c1, f50f, 1a39, ecaade2015_251p57, a866, a364, ascaad2016_017y6, ecaade2015_35v6, 1870, 6c2a, f38c, ecaade2015_332u71, f5d2, 7bb1, caadria2015_210i32, 24a3, ecaade2014_014z2, 3b4f, acadia14projects_153ar, 0508, a72d, b079, db16, 472b, sigradi2016_659o, ascaad2016_021y7, 03cc, f032, 13a2, ijac201614208d13, edf7, 98a9, acadia14projects_661p, 46c4, c295, 3358, 6dce, 32ca, caadria2015_142s23, 939a, b3ed, 7e14, e32b, 7d49, 6545, caadria2017_174v42, 609c, c5a0, 3efd, ab63, 32c7, 98e3, 0c65, 7eb7, 1aed, f67d, 705a, d4c3, acadia14projects_43ap, 1606, 6dea, sigradi2015_3.201v3, f8d2, a983, 92ac, e96c, 4a3b, sigradi2013_212s, 574a, d2b4, c91c, 337e, cd76, 73dc, sigradi2015_4.52i6, ebe7, 69d1, 7f52, 3bb5, 3857, adfa, ecaade2016_067y16, 1272, 8c68, d421, sigradi2015_sp_8.6h30, ecaade2016_230u61, f85e, 1208, 255d, b6c9, 9d9e, 710d, 6e70, 32f2, 8abf, 9ac7, ecaade2014_038v9, 92c7, 9ebd, sigradi2015_6.183i8, acadia14projects_339as, 2ca2, ebc4, ecaade2016_221p56, 3522, 4ec9, 8e3d, f05b, caadria2016_321m14, 3e68, 29db, acadia14projects_135aa, b834, sigradi2014_152r3, 711c, 0ac8, 0283, 814b, ascaad2016_018i7, 4ab8, 3688, d99f, 26a2, 45cf, 225d, acadia14_619ac, ffda, b44e, acadia15_417c18, caadria2016_197o9, 3cbf, ecaade2016_025p7, e4f4, eba9, 0ec1, ecaade2016_013s3, ijac201412401y3, ijac201614309r6, caadria2017_056z18, 8e31, 423d, ebda, 9227, a4cb, ce44, 7ab7, caadria2016_755k32, 4599, e553, ascaad2016_010e5, e1e0, b677, 4f15, d5a2, 2f16, 1be2, 081b, b6ee, 49e1, a88a, 9d61, 7b10, 57b9, a2d4, 6f28, ad6f, 90f1, 0561, 4714, 449d, 1bf2, 8cc8, 6a56, ecaade2016_163o45, d193, 7bc0, 3a37, 2160, 8fe9, 182c, c358, c8e1, 142b, 315c, 95c3, cfe4, 6bf3, 6325, cbe9, 2d63, 9569, 6b00, acadia14_479ay, caadria2016_177v7, ijac201513103w2, ascaad2014_017c1, acadia14projects_189ak, fe64, c05e, a70d, a64e, ecaade2016_105f29, bea9, 6a09, sigradi2016_484n, ecaade2016_067h17, sigradi2013_359m, 84c9, ecaade2015_175o37, c10a, a89d, 5284, 27de, caadria2016_745e32, 4a16, c67c, 6316, d1d3, 4f8e, 5b23, 0c9e, d36c, d601, b19d, cd6a, 51a6, f356, 07b2, 1f68, c303, 93d8, ecaade2014_112i26, 75b3, e072, cfe0, ecaade2015_173g37, 2890, acadia15_211v8, 2d7c, 531a, e9ee, c4f3, ea1e, 6897, d7fd, d123, 4284, 017c, 628a, 7600, da6a, ac51, 8c5f, caadria2015_164a25, 8a91, 70e3, acadia14_435ay, 9004, 32d0, ecaade2015_139u29, 6a7c, d98f, 0c7f, ecaade2016_046r12, ca14, ascaad2014_012k6, 6d25, bb20, sigradi2016_490dd, ecaade2013r_012p7, d1d7, 58f6, d49a, 3232, eca7, 6f21, 8237, 4f43, 1dbb, c3bd, 3bda, 4c84, e40c, 6a59, ecaade2015_320n70, ecaade2016_217v55, 660e, 9813, 4427, e459, 1368, acadia14_145l, af86, sigradi2015_6.387k9, acadia16_382v23, 7f73, d3a2, c14b, 790a, b011, de6a, d987, 6d27, f62f, 467f, sigradi2013_248f, e719, 02c1, 383d, 34a7, 4a9f, b7ad, be25, acadia14projects_63av, d20d, 42bc, bf14, e150, 614a, cc7b, 2353, b104, ecaade2014_184f46, 0059, 2d8a, ecaade2014_112b26, 5d6b, e313, fbf5, aa0c, ecaade2015_109t20, 9514, 85aa, ab15, 1ec4, da89, cb35, caadria2015_084b13, acadia14projects_565aa, 97f4, 9def, d014, ijac201412303n9, 3e4f, c817, 99bf, 105a, 6fdd, f786, da84, af5b, 8a35, acadia16_308d19, 56c3, 86e3, 28a6, 74dd, d0ba, 27fd, 01fa, 8bde, a11d, ecaade2015_229a52, 675a, 56ab, 5264, 269d, cba8, ce8c, ff5f, caadria2015_032v4, 1307, 6374, bf5a, d95c, sigradi2015_10.307b21, ce75, e16c, dd0d, 7dd5, acadia14_487i, 7e01, ecaade2015_241i55, a478, 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caadria2015_213d33, db75, f3d9, ff96, ccbb, 68f9, 3722, 855d, c1cf, da76, 2cfe, c309, fbeb, 36bb, ecaade2016_217k55, aa40, 614d, 79b7, 20a0, 4b1e, sigradi2013_54r, caadria2015_002b1, 81b8, 7922, 2f35, ascaad2016_007k3, aec8, ce38, ecaade2014_143m32, 38a1, e725, eb27, 43c2, acadia15_149s5, 7df6, f258, 7027, 1134, d0ce, 4d09, caadria2016_631e27, acadia14projects_177v, 992f, 2bd7, 63cf, ecaade2016_191b51, 78ad, d476, sigradi2015_10.7i18, 30b5, c3be, daf4, 4378, caadria2015_122k19, ecaade2014_123g28, 680b, 4c9d, 6abd, 49ed, 5c80, c65c, 37e3, 5283, d3af, fcb6, acadia14projects_339w, 9d8f, acadia14_177w, a52a, e1e5, 0b11, 7794, 1926, 9520, 30e7, 5a67, b0ca, 8243, ascaad2014_029o8, acadia14_43an, b3a9, sigradi2013_386s, b27f, ecaade2014_237c61, 850b, 66b3, 9eec, f18b, sigradi2016_483kk, 91c1, acadia14projects_167w, 80ea, 495c, 4cfd, f1f3, c03e, 287b, e9a2, cb06, aa57, 2ecd, 6be2, sigradi2014_137j2, f7b6, ecaade2016_234y62, 21c0, f128, 99d6, ecaade2016_023l6, 6281, 0d29, 26c6, a98c, a5bc, 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